Pavel Osinenko

Skolkovo Institute of Science and Technology

Papers

13

Total Citations

141

H-Index

6

About

No biography available yet.

Research Focus

Computer science13 · 141 citations
Artificial intelligence11 · 133 citations
Reinforcement learning7 · 109 citations
Engineering4 · 85 citations
Reinforcement2 · 77 citations
Human–computer interaction1 · 58 citations
Control (management)7 · 53 citations
Mathematics6 · 53 citations
Machine learning7 · 51 citations
Control theory (sociology)6 · 32 citations
Mathematical optimization4 · 26 citations
Artificial neural network3 · 22 citations

Key Achievements

6
H-Index
13
Papers
141
Total Citations
11
Avg Citations/Paper
🏆 Most Cited Paper
Comprehensive Overview of Reward Engineering and Shaping in Advancing Reinforcement Learning Applications
58 citations · 2024
📈 Most Prolific Year: 2024 (3 Papers)
🤝 Key Collaborators: 21
🏛 Institutions: Skolkovo Institute of Science and Technology

Top Papers

  1. 1
    Comprehensive Overview of Reward Engineering and Shaping in Advancing Reinforcement Learning Applications
    58 citations · 2024
  2. 2
    Reinforcement learning with guarantees: a review
    19 citations · 2022
  3. 3
    On Inf-Convolution-Based Robust Practical Stabilization Under Computational Uncertainty
    10 citations · 2021
  4. 4
    Predictive reinforcement learning: map-less navigation method for mobile robot
    8 citations · 2023
  5. 5
    A Generalized Stacked Reinforcement Learning Method for Sampled Systems
    8 citations · 2023
  6. 6
    Effects of Sampling and Prediction Horizon in Reinforcement Learning
    8 citations · 2021
  7. 7
    An experimental study of two predictive reinforcement learning methods and comparison with model-predictive control
    6 citations · 2022
  8. 8
    Experimental verification of an online traction parameter identification method
    6 citations · 2021
  9. 9
    On Stochastic Stabilization via Nonsmooth Control Lyapunov Functions
    6 citations · 2022
  10. 10
    Neural Network-Based Classification for Automated Powdery Mildew Detection in Modern Tomato Greenhouses
    6 citations · 2024

Key Collaborators

DDDmitrii Dobriborsci6 shared papersWAWolfgang Aumer3 shared papersGYGrigory Yaremenko3 shared papersSSStefan Streif3 shared papersRZRoman Zashchitin2 shared papersGMGeorgiy Malaniya2 shared papersMMMostafa Mostafa1 shared papersPSPatrick Schmidt1 shared papersAJAli Jnadi1 shared papersIBIlya Barsky1 shared papersHOHenni Ouerdane1 shared papersSMSina Moghimi1 shared papersASAnna Shkromada1 shared papersIRIlya Ryakin1 shared papersVKVyacheslav Kovalev1 shared papersMAMikhail A. Kakanov1 shared papersAKAlexander Kobelski1 shared papersMPMikhail Patrikeev1 shared papersIOIlya Osokin1 shared papersABAnton Bolychev1 shared papers
Not generated yet